take a fancy to vs take a liking to

take a fancy to

verb
  • To become fond of someone or something. 

take a liking to

verb
  • To develop a fondness for; to become infatuated with. 

How often have the words take a fancy to and take a liking to occurred in a corpus of books? (source: Google Ngram Viewer )